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计算统计包含求解非线性方程组的牛顿方法、传统的随机模拟方法等， 又全面地介绍了近些年来发展起来的某些新方法， 如模拟退火算法、基因算法、EM算法、MCMC方法、Bootstrap方法等。最后还提供了各种难度的习题。随着计算机的快速发展， 数理统计中许多涉及大计算量的有效方法也得到了广泛应用与迅猛发展， 可以说， 计算统计已是统计中一个很重要的研究方向。
Rational function approximation with normalized positive denominators
Rational function approximation with normalized positive denominators
Arxiv
0+阅读 · 4月3日
Feature splitting parallel algorithm for Dantzig selectors
Feature splitting parallel algorithm for Dantzig selectors
Arxiv
0+阅读 · 4月3日
Incorporating the ChEES Criterion into Sequential Monte Carlo Samplers
Arxiv
0+阅读 · 4月3日
Online Multivariate Regularized Distributional Regression for High-dimensional Probabilistic Electricity Price Forecasting
Online Multivariate Regularized Distributional Regression for High-dimensional Probabilistic Electricity Price Forecasting
Arxiv
0+阅读 · 4月3日
Scalable Durational Event Models: Application to Physical and Digital Interactions
Arxiv
0+阅读 · 3月31日
Likelihood Based Inference in Fully and Partially Observed Exponential Family Graphical Models with Intractable Normalizing Constants
Arxiv
0+阅读 · 4月2日
Batch, match, and patch: low-rank approximations for score-based variational inference
Batch, match, and patch: low-rank approximations for score-based variational inference
Arxiv
0+阅读 · 4月2日
pumBayes: Bayesian Estimation of Probit Unfolding Models for Binary Preference Data in R
Arxiv
0+阅读 · 4月1日
shapr: Explaining Machine Learning Models with Conditional Shapley Values in R and Python
Arxiv
0+阅读 · 4月2日
Adoption and implication of the Biased-Annotator Competence Estimation (BACE) model into COVID-19 vaccine Twitter data: Human annotation for latent message features
Arxiv
0+阅读 · 4月2日
SplineSketch: Even More Accurate Quantiles with Error Guarantees
Arxiv
0+阅读 · 4月1日
Efficient computation of high-dimensional penalized piecewise constant hazard random effects models
Arxiv
0+阅读 · 4月1日
Detecting adverse high-order drug interactions from individual case safety reports using computational statistics on disproportionality measures
Arxiv
0+阅读 · 4月1日
Time-to-event prediction for grouped variables using Exclusive Lasso
Arxiv
0+阅读 · 4月2日
Gaussian entropic optimal transport: Schrödinger bridges and the Sinkhorn algorithm
Arxiv
0+阅读 · 4月1日
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